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In the author's own words, from each skill's SKILL.md.

• architect

  Design system architecture and high-level technical strategy

  skills/architect/SKILL.md on GitHub (opens in a new tab)

• codebase-search

  Search and navigate large codebases efficiently. Use when finding specific code patterns, tracing function calls, understanding code structure, or locating bugs. Handles semantic search, grep patterns, AST analysis.

  skills/codebase-search/SKILL.md on GitHub (opens in a new tab)

• crafting-effective-readmes

  Use when writing or improving README files. Not all READMEs are the same — provides templates and guidance matched to your audience and project type.

  skills/crafting-effective-readmes/SKILL.md on GitHub (opens in a new tab)

• create-an-asset

  Generate tailored sales assets (landing pages, decks, one-pagers, workflow demos) from your deal context. Describe your prospect, audience, and goal — get a polished, branded asset ready to share with customers.

  skills/create-an-asset/SKILL.md on GitHub (opens in a new tab)

• cursor-image-generation

  Generate and iterate images in Cursor using the built-in image model and strong prompts. Use when creating icons, illustrations, UI mockups, diagrams, marketing visuals, or any raster asset from a text description or reference image.

  skills/cursor-image-generation/SKILL.md on GitHub (opens in a new tab)

• debugging

  Systematic 4-phase debugging with root cause investigation. Use when fixing bugs to prevent random fixes.

  skills/debugging/SKILL.md on GitHub (opens in a new tab)

• design-patterns-implementation

  Apply appropriate design patterns (Singleton, Factory, Observer, Strategy, etc.) to solve architectural problems. Use when refactoring code architecture, implementing extensible systems, or following SOLID principles.

  skills/design-patterns-implementation/SKILL.md on GitHub (opens in a new tab)

• docs-write

  Write documentation following Metabase's conversational, clear, and user-focused style. Use when creating or editing documentation files (markdown, MDX, etc.).

  skills/docs-write/SKILL.md on GitHub (opens in a new tab)

• documentation-engineer

  Technical documentation expert for creating clear, comprehensive documentation. Use when user asks to write docs, create README, or document code.

  skills/documentation-engineer/SKILL.md on GitHub (opens in a new tab)

• documentation-writing

  Writing clear, discoverable software documentation following the Eight Rules and Diataxis framework. Use when creating README files, API docs, tutorials, how-to guides, or any project documentation. Automatically enforces docs/ location, linking requirements, and runnable examples.

  skills/documentation-writing/SKILL.md on GitHub (opens in a new tab)

• exploring-codebases

  Semantic search for codebases. Locates matches with ripgrep and expands them into full AST nodes (functions/classes) using tree-sitter or pre-generated _MAP.md files. Returns complete, syntactically valid code blocks rather than fragmented lines. Use when looking for specific implementations, examples, or references where full context is needed.

  skills/exploring-codebases/SKILL.md on GitHub (opens in a new tab)

• Frontend Builder

  Build modern React/Next.js frontends. Use when creating web applications, choosing frontend stack, structuring components, or implementing UI/UX designs. Covers React, Next.js, Tailwind CSS, and component patterns.

  skills/frontend-builder/SKILL.md on GitHub (opens in a new tab)

• implementing-figma-designs

  Implements Figma designs 1:1 using OneKey component library (还原设计稿).

  skills/implementing-figma-designs/SKILL.md on GitHub (opens in a new tab)

• mgrep-code-search

  Semantic code search using mgrep for efficient codebase exploration. This skill should be used when searching or exploring codebases with more than 30 non-gitignored files and/or nested directory structures. It provides natural language semantic search that complements traditional grep/ripgrep for finding features, understanding intent, and exploring unfamiliar code.

  skills/mgrep-code-search/SKILL.md on GitHub (opens in a new tab)

• planning

  Technical implementation planning and architecture design. Capabilities: feature planning, system architecture, technical evaluation, implementation roadmaps, requirement breakdown, trade-off analysis, codebase analysis, solution design. Actions: plan, architect, design, evaluate, breakdown technical solutions. Keywords: implementation plan, technical design, architecture, system design, roadmap,…

  skills/planning/SKILL.md on GitHub (opens in a new tab)

• refactoring-patterns

  Apply named refactoring transformations to improve code structure without changing behavior. Use when the user mentions "refactor this", "code smells", "extract method", "replace conditional", or "technical debt". Covers smell-driven refactoring, safe transformation sequences, and testing guards. For code quality foundations, see clean-code. For managing complexity, see software-design-philosophy.

  skills/refactoring-patterns/SKILL.md on GitHub (opens in a new tab)

• Refactoring

  This skill should be used when the user asks to "refactor code", "rename function", "extract method", "reduce complexity", "migrate code", "code migration", "modernize code", "split class", "move code", or mentions code restructuring and refactoring operations.

  skills/refactoring/SKILL.md on GitHub (opens in a new tab)

• technical-roadmap-planning

  Create comprehensive technical roadmaps aligned with business goals. Plan technology investments, architecture evolution, and infrastructure improvements over quarters and years.

  skills/technical-roadmap-planning/SKILL.md on GitHub (opens in a new tab)

• vercel-composition-patterns

  React composition patterns that scale. Use when refactoring components with boolean prop proliferation, building flexible component libraries, or designing reusable APIs. Triggers on tasks involving compound components, render props, context providers, or component architecture. Includes React 19 API changes.

  skills/vercel-composition-patterns/SKILL.md on GitHub (opens in a new tab)

• vercel-react-best-practices

  React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance patterns. Triggers on tasks involving React components, Next.js pages, data fetching, bundle optimization, or performance improvements.

  skills/vercel-react-best-practices/SKILL.md on GitHub (opens in a new tab)

• web-design-guidelines

  Review UI code for Web Interface Guidelines compliance. Use when asked to "review my UI", "check accessibility", "audit design", "review UX", or "check my site against best practices".

  skills/web-design-guidelines/SKILL.md on GitHub (opens in a new tab)

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